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Retrieval-Augmented Generation (RAG): The Game-Changer Your Enterprise Needs for Smarter, Real-Time AI
- 10 October 2024
Artificial Intelligence (AI) is moving at a breakneck pace, and Retrieval-Augmented Generation (RAG) is one of the latest technologies reshaping how enterprises and organizations use AI. As revealed at the AI4 2024 Conference in Las Vegas, this approach empowers companies to overcome the limitations of standard language models by combining real-time data retrieval with generative outputs, making AI applications more accurate, context-driven, and relevant.
How to Use AI to Your Benefit
- 31 July 2024
Are you looking to use Artificial Intelligence (AI) to benefit your organization, but feel unsure of how to get started? Do you feel worried about how to use AI securely? If so, reading this article will provide you with insight towards what AI is, how it can work for you and your company, and debunk a few myths surrounding its use.
Pipeline Factory: An Iterative Approach to a Software Factory
- 15 April 2024
Have you tried deploying a software factory and failed due to a lack of agreement across application and system owners? Have you faced difficulties due to stakeholder buy-in? If so, your organization may benefit from the framework surrounding a Pipeline Factory. In the rapidly evolving landscape of DevSecOps, the "Pipeline Factory" concept is emerging as a new idea for organizations aiming to enhance their Continuous Integration and Continuous Deployment (CI/CD) processes. This approach lays the groundwork for automating and optimizing your pipeline creation and serves as a steppingstone towards establishing a more comprehensive "Software Factory." By focusing initially on the CI/CD pipeline automation, organizations can significantly improve deployment speed, consistency, and quality across multiple projects. In this article, we explore the tangible benefits and strategic importance of adopting a Pipeline Factory and outline a clear path for evolving this foundation into a fully-fledged enterprise Software Factory. We discuss the various layers of this concept to give you tangible insights from actual implementations that work.